Which of the following statements is true concerning data selection?

A. A data selection strategy must be established after the data are collected.

B. A good data selection strategy can eliminate the need for data collection.

C. Establishing a data selection strategy prior to collecting data decreases the chance of a biased outcome.

D. A data selection strategy is required by federal law.

Answer:- C. Establishing a data selection strategy prior to collecting data decreases the chance of a biased outcome.

The correct answer is ‘Establishing a data selection strategy prior to collecting data decreases the chance of a biased outcome.’ Determining the categories of data and the sources that are deemed necessary for data collecting is the process of data selection. Data selection plays a crucial role in the research process. To reduce the degree of bias, data selection should be organized and prepared accordingly. Prior to collecting data, developing a data selection strategy is crucial for minimizing the possibility of biased results. In conclusion, choosing the data to use should come before gathering it. The other claims in the options are all untrue and shouldn’t be used for gathering data.